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Bio
Hi! My name is Mara Graziani and I am a PhD candidate in Computer Science at the University of Geneva. My career objective as a PhD student is to improve the trust of clinicians in machine learning systems for healthcare. There is still very limited work regarding the interpretability of automated diagnostic systems. Besides increasing trust and acceptance by physicians, interpreting machine learning systems could also illustrate aspects of the disease that were not known before.
Hi! My name is Mara Graziani and I am a PhD candidate in Computer Science at the University of Geneva. My career objective as a PhD student is to improve the trust of clinicians in machine learning systems for healthcare. There is still very limited work regarding the interpretability of automated diagnostic syste
Research Interests
Papers共 39 篇Author StatisticsCo-AuthorSimilar Experts
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TMLR 2024 (2024)
Computers in biology and medicine (2024): 109336-109336
Omar S. M. El Nahhas,Chiara M. L. Loeffler,Zunamys I. Carrero,Marko van Treeck,Fiona R. Kolbinger,Katherine J. Hewitt,Hannah S. Muti,Mara Graziani,Qinghe Zeng,Julien Calderaro,Nadina Ortiz-Brüchle,Tanwei Yuan,Michael Hoffmeister,Hermann Brenner,Alexander Brobeil,Jorge S. Reis-Filho,Jakob Nikolas Kather
MULTIPLE SCLEROSIS JOURNAL (2023): 918-918
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openalex(2023)
The journal of machine learning for biomedical imagingno. June 2023 (2023): 312-337
State of the Art in Neural Networks and Their Applicationspp.157-192, (2023)
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2023)
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI (2023)
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Author Statistics
#Papers: 39
#Citation: 309
H-Index: 10
G-Index: 17
Sociability: 5
Diversity: 2
Activity: 7
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